A sophisticated AI-driven analysis tool that penetrates Amazon listings to extract keyword strategies, consumer sentiment, and market positioning data.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install amazon-analyse
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install amazon-analyse using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Amazon Competitor Listing Analysis?
This skill provides a comprehensive framework for auditing Amazon listings by leveraging Sorftime MCP data. It acts as a senior brand strategist for Openclaw Skills, allowing developers and e-commerce professionals to dissect any ASIN across 14 global marketplaces. By analyzing copywriting logic, traffic sources, and historical trends, it transforms raw data into high-level strategic intelligence.
The tool focuses on four critical dimensions: The Brain (keyword logic), The Face (market positioning), The Voice (consumer sentiment), and The Pulse (market dynamics). This multi-dimensional approach ensures that users get more than just numbers; they receive a complete breakdown of a competitor's operational playbook and market vulnerabilities.
Amazon Competitor Listing Analysis Use Cases
- Reverse-engineering competitor keyword strategies to improve listing SEO.
- Identifying product defects and consumer pain points via automated review mining.
- Tracking historical sales and price fluctuations to optimize product launch timing.
- Generating white-label market research reports for brand management and stakeholders.
How Amazon Competitor Listing Analysis Works
- Validates the provided ASIN against the Sorftime database to ensure marketplace accuracy.
- Fetches core product metrics including monthly sales estimates, category rankings, and FBA status.
- Aggregates traffic-driving keywords and maps out competitor exposure across high-volume search terms.
- Analyzes the top 100 customer reviews to cluster positive attributes and recurring complaints.
- Compiles all findings into a structured Markdown report and saves it to the local reports directory for persistent storage.
Amazon Competitor Listing Analysis Setup
To utilize this tool within Openclaw Skills, ensure you have a valid Sorftime API key. The skill requires a local directory structure to save generated reports.
# Initialize the reports directory
mkdir -p reports/
# Set your Sorftime API Key environment variable
export SORFTIME_API_KEY="YOUR_API_KEY"
# Example usage via CLI (internal tool call)
# curl -X POST "https://mcp.sorftime.com?key=$SORFTIME_API_KEY" -d '{"method":"tools/call","params":{"name":"product_detail","arguments":{"amzSite":"US","asin":"B07PQFT83F"}}}'
Amazon Competitor Listing Analysis Data Schema & Taxonomy
The skill organizes its output into structured Markdown files located in the /reports directory. Each file follows a standardized naming convention and data taxonomy for easy retrieval.
| Data Category | Key Metrics Included | Storage Location |
|---|---|---|
| Basic Info | ASIN, Brand, Price, Rating, Sales Est. | reports/analysis_{ASIN}_{SITE}_{DATE}.md |
| Keyword Intel | Traffic terms, Natural ranking position, Core exposure | Included in MD Report |
| Review Analysis | 4-5 star vs 1-3 star sentiment, Top 3 pain points | Included in MD Report |
| Market Pulse | Competitive advantages, Threats, Improvement tips | Included in MD Report |
Amazon Competitor Listing Analysis Advanced Features
- Cross-platform integration supporting Amazon (14 sites), TikTok Shop (6 sites), and 1688 sourcing.
- Automated counter-attack strategy generation based on your own product's core advantages.
- High-concurrency data fetching to minimize analysis latency.
- Detailed historical trend analysis for sales, pricing, and BSR rankings over time.
- Intelligent Unicode decoding for localized content in international marketplaces.
SKILL.md
Loading
Related Openclaw Skills
PUA Debugging Pro
A professional anti-giveup debugging protocol designed to eliminate agent looping and premature task surrender through structured, evidence-based escalation.
Panama Travel Skill
A comprehensive AI-driven travel architect designed to navigate the logistical complexities of Panama through region-aware routing and verified entry guidance.
Service-Dominant Business Model Design
A strategic framework for shifting from goods-based exchange to service-led value co-creation within dynamic ecosystems.
Programmatic SEO Writer
A sophisticated AI pipeline that converts a single keyword into a complete SEO, AEO, and GEO-optimized content package through a structured 5-step workflow.
Skill Registry
A local skill management system that enables AI agents to automatically route tasks based on defined trigger keywords.
Stock Performance Express
A specialized tool for retrieving and formatting A-share financial performance express reports into clean Markdown tables.
Featured*
